| Literature DB >> 32219384 |
Helen Bell-Gorrod1, Matthew P Fox2, Andrew Boulle3, Hans Prozesky4,5, Robin Wood6,7, Frank Tanser8,9,10,11, Mary-Ann Davies3, Michael Schomaker3,12.
Abstract
Little is known about the functional relationship of delaying second-line treatment initiation for HIV-positive patients and mortality, given a patient's immune status. We included 7255 patients starting antiretroviral therapy between 2004-2017, from 9 South African cohorts, with virological failure and complete baseline data. We estimated the impact of switch time on the hazard of death using inverse probability of treatment weighting (IPTW) of marginal structural models. The non-linear relationship between month of switch and the 5-year survival probability, stratified by CD4 count at failure, was estimated with targeted maximum likelihood estimation (TMLE). We adjusted for measured time-varying confounding by CD4 count, viral load and visit frequency. 5-year mortality was estimated as 10.5% (2.2%; 18.8%) for immediate switch and as 26.6% (20.9%; 32.3%) for no switch (49.9% if CD4 count<100 cells/mm3). The hazard of death was estimated to be 0.40 (95%CI: 0.33-0.48) times lower if everyone had been switched immediately compared to never. The shorter the delay in switching, the lower the hazard of death, e.g. delaying 30-60 days reduced the hazard 0.52 (0.41-0.65) times, and 60-120 days 0.56 (0.47-0.66) times. Early treatment switch is particularly important for patients with low CD4 counts at failure.Entities:
Keywords: HIV; causal inference; second-line ART; targeted learning; treatment switching
Year: 2020 PMID: 32219384 DOI: 10.1093/aje/kwaa049
Source DB: PubMed Journal: Am J Epidemiol ISSN: 0002-9262 Impact factor: 4.897